A Geometric Perspective on Sparse Filtrations

Nicholas J. Cavanna, Mahmoodreza Jahanseir, Donald R. Sheehy

We present a geometric perspective on sparse filtrations used in topological data analysis. This new perspective leads to much simpler proofs, while also being more general, applyi…